| Number of Variables | 20 |
|---|---|
| Number of Rows | 4888 |
| Missing Cells | 1012 |
| Missing Cells (%) | 1.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 2.4 MB |
| Average Row Size in Memory | 504.5 B |
| Variable Types |
|
| CustomerID is uniformly distributed | Uniform |
|---|---|
| Age has 226 (4.62%) missing values | Missing |
| DurationOfPitch has 251 (5.14%) missing values | Missing |
| NumberOfTrips has 140 (2.86%) missing values | Missing |
| NumberOfChildrenVisiting has 66 (1.35%) missing values | Missing |
| MonthlyIncome has 233 (4.77%) missing values | Missing |
| DurationOfPitch is skewed | Skewed |
| NumberOfTrips is skewed | Skewed |
| MonthlyIncome is skewed | Skewed |
| ProdTaken has constant length 1 | Constant Length |
| CityTier has constant length 1 | Constant Length |
|---|---|
| NumberOfPersonVisiting has constant length 1 | Constant Length |
| NumberOfFollowups has constant length 3 | Constant Length |
| PreferredPropertyStar has constant length 3 | Constant Length |
| Passport has constant length 1 | Constant Length |
| PitchSatisfactionScore has constant length 1 | Constant Length |
| OwnCar has constant length 1 | Constant Length |
| NumberOfChildrenVisiting has constant length 3 | Constant Length |
numerical
| Approximate Distinct Count | 4888 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 78208 |
| Mean | 202443.5 |
| Minimum | 200000 |
| Maximum | 204887 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 200000 |
|---|---|
| 5-th Percentile | 200244.35 |
| Q1 | 201221.75 |
| Median | 202443.5 |
| Q3 | 203665.25 |
| 95-th Percentile | 204642.65 |
| Maximum | 204887 |
| Range | 4887 |
| IQR | 2443.5 |
| Mean | 202443.5 |
|---|---|
| Standard Deviation | 1411.1884 |
| Variance | 1.9915e+06 |
| Sum | 9.8954e+08 |
| Skewness | 0 |
| Kurtosis | -1.2 |
| Coefficient of Variation | 0.006971 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 322608 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 4888 |
numerical
| Approximate Distinct Count | 44 |
|---|---|
| Approximate Unique (%) | 0.9% |
| Missing | 226 |
| Missing (%) | 4.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 74592 |
| Mean | 37.6223 |
| Minimum | 18 |
| Maximum | 61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 18 |
|---|---|
| 5-th Percentile | 24 |
| Q1 | 31 |
| Median | 36 |
| Q3 | 44 |
| 95-th Percentile | 55 |
| Maximum | 61 |
| Range | 43 |
| IQR | 13 |
| Mean | 37.6223 |
|---|---|
| Standard Deviation | 9.3164 |
| Variance | 86.7951 |
| Sum | 175395 |
| Skewness | 0.3829 |
| Kurtosis | -0.4521 |
| Coefficient of Variation | 0.2476 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 25 |
| Missing (%) | 0.5% |
| Memory Size | 378708 |
| Mean | 12.8754 |
|---|---|
| Standard Deviation | 1.3639 |
| Median | 12 |
| Minimum | 12 |
| Maximum | 15 |
| 1st row | Self Enquiry |
|---|---|
| 2nd row | Company Invited |
| 3rd row | Self Enquiry |
| 4th row | Company Invited |
| 5th row | Self Enquiry |
| Count | 57750 |
|---|---|
| Lowercase Letter | 48024 |
| Space Separator | 4863 |
| Uppercase Letter | 9726 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 322608 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 3 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 4888 |
numerical
| Approximate Distinct Count | 34 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 251 |
| Missing (%) | 5.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 74192 |
| Mean | 15.4908 |
| Minimum | 5 |
| Maximum | 127 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 5 |
|---|---|
| 5-th Percentile | 6 |
| Q1 | 9 |
| Median | 13 |
| Q3 | 20 |
| 95-th Percentile | 32 |
| Maximum | 127 |
| Range | 122 |
| IQR | 11 |
| Mean | 15.4908 |
|---|---|
| Standard Deviation | 8.5196 |
| Variance | 72.5843 |
| Sum | 71831 |
| Skewness | 1.7515 |
| Kurtosis | 11.7835 |
| Coefficient of Variation | 0.55 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 371938 |
| Mean | 11.0921 |
|---|---|
| Standard Deviation | 2.9983 |
| Median | 14 |
| Minimum | 8 |
| Maximum | 14 |
| 1st row | Salaried |
|---|---|
| 2nd row | Salaried |
| 3rd row | Free Lancer |
| 4th row | Salaried |
| 5th row | Small Business |
| Count | 51698 |
|---|---|
| Lowercase Letter | 44290 |
| Space Separator | 2520 |
| Uppercase Letter | 7408 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 341371 |
| Mean | 4.8386 |
|---|---|
| Standard Deviation | 1.0341 |
| Median | 4 |
| Minimum | 4 |
| Maximum | 7 |
| 1st row | Female |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Female |
| 5th row | Male |
| Count | 23496 |
|---|---|
| Lowercase Letter | 18453 |
| Space Separator | 155 |
| Uppercase Letter | 5043 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 5 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 322608 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 2 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 4888 |
categorical
| Approximate Distinct Count | 6 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 45 |
| Missing (%) | 0.9% |
| Memory Size | 329324 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 3.0 |
|---|---|
| 2nd row | 4.0 |
| 3rd row | 4.0 |
| 4th row | 3.0 |
| 5th row | 3.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 9686 |
categorical
| Approximate Distinct Count | 5 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 348282 |
| Mean | 6.2525 |
|---|---|
| Standard Deviation | 1.9048 |
| Median | 6 |
| Minimum | 4 |
| Maximum | 12 |
| 1st row | Deluxe |
|---|---|
| 2nd row | Deluxe |
| 3rd row | Basic |
| 4th row | Basic |
| 5th row | Basic |
| Count | 30220 |
|---|---|
| Lowercase Letter | 24990 |
| Space Separator | 342 |
| Uppercase Letter | 5230 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 26 |
| Missing (%) | 0.5% |
| Memory Size | 330616 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 3.0 |
|---|---|
| 2nd row | 4.0 |
| 3rd row | 3.0 |
| 4th row | 3.0 |
| 5th row | 4.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 9724 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 353334 |
| Mean | 7.286 |
|---|---|
| Standard Deviation | 0.9264 |
| Median | 7 |
| Minimum | 6 |
| Maximum | 9 |
| 1st row | Single |
|---|---|
| 2nd row | Divorced |
| 3rd row | Single |
| 4th row | Divorced |
| 5th row | Divorced |
| Count | 35614 |
|---|---|
| Lowercase Letter | 30726 |
| Space Separator | 0 |
| Uppercase Letter | 4888 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 12 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 140 |
| Missing (%) | 2.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 75968 |
| Mean | 3.2365 |
| Minimum | 1 |
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 4 |
| 95-th Percentile | 7 |
| Maximum | 22 |
| Range | 21 |
| IQR | 2 |
| Mean | 3.2365 |
|---|---|
| Standard Deviation | 1.849 |
| Variance | 3.4189 |
| Sum | 15367 |
| Skewness | 1.4534 |
| Kurtosis | 6.0913 |
| Coefficient of Variation | 0.5713 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 322608 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 4888 |
categorical
| Approximate Distinct Count | 5 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 322608 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 2 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 5 |
| 5th row | 5 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 4888 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 322608 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 4888 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 66 |
| Missing (%) | 1.4% |
| Memory Size | 327896 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 0.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 9644 |
categorical
| Approximate Distinct Count | 5 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 358296 |
| Mean | 8.3011 |
|---|---|
| Standard Deviation | 3.0904 |
| Median | 9 |
| Minimum | 2 |
| Maximum | 14 |
| 1st row | Manager |
|---|---|
| 2nd row | Manager |
| 3rd row | Executive |
| 4th row | Executive |
| 5th row | Executive |
| Count | 39834 |
|---|---|
| Lowercase Letter | 33290 |
| Space Separator | 742 |
| Uppercase Letter | 6544 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 2475 |
|---|---|
| Approximate Unique (%) | 53.2% |
| Missing | 233 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 74480 |
| Mean | 23619.8535 |
| Minimum | 1000 |
| Maximum | 98678 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1000 |
|---|---|
| 5-th Percentile | 17295.1 |
| Q1 | 20346 |
| Median | 22347 |
| Q3 | 25571 |
| 95-th Percentile | 34723.9 |
| Maximum | 98678 |
| Range | 97678 |
| IQR | 5225 |
| Mean | 23619.8535 |
|---|---|
| Standard Deviation | 5380.6984 |
| Variance | 2.8952e+07 |
| Sum | 1.0995e+08 |
| Skewness | 1.9485 |
| Kurtosis | 14.8268 |
| Coefficient of Variation | 0.2278 |